Refrigerated beverage aisle with glass cooler doors, each displaying glowing digital check-mark icons to show verified shelves. Large white text reads 'Cut Scanning Time In Half.' At the bottom center, a Stoc AI Retail Agent device is showcased in front of the coolers, and the Stoc logo appears in the lower right corner.
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How a National Convenience Chain Cut Manual Shelf Scanning Time in Half with Stoc

When Manual Work Becomes the Bottleneck

Retail moves fast, but this national convenience chain was running on week-old data. Store teams spent hours each week manually scanning shelves and uploading photos to track what was selling and what wasn’t. By the time leadership saw the reports, new problems had already emerged.

Without real-time visibility, restocks were delayed, compliance accuracy slipped, and sales opportunities went unnoticed. Associates were spending more time gathering data than driving revenue. The business needed insights that matched the speed of retail.


Introducing an Intelligent Store Assistant

The retailer partnered with Stoc’s AI Retail Agent – a single intelligent assistant designed to enhance store teams, not replace them. The AI Retail Agent continuously scans shelves, detects out-of-stocks and misplacements, and updates dashboards automatically.

Instead of weekly uploads, insights now flow daily from every location. Store teams receive clear alerts about which shelves need attention, turning manual audits into quick, data-backed decisions.

Stoc’s AI Retail Agent acts as a digital merchandiser, always on and always learning, so store teams can focus on what matters most: customers and growth.


How the Operation Transformed

Before Stoc, store teams relied on weekly audits that took hours to complete. Associates spent more than five hours each week scanning shelves and waiting for reports. With Stoc’s AI Retail Agent, shelf data now updates daily and automatically.

Time once spent on audits is now spent on action. Associates reclaimed hours, compliance accuracy improved by 30%, and leadership gained instant visibility across every region.

Key Results:

  • 50% reduction in manual shelf scanning time
  • 30% improvement in shelf compliance accuracy
  • 8% increase in weekly sales
  • Daily insights replacing weekly reporting
  • Simplified workflows for Associates

From weekly, reactive updates to daily, automated insights, Stoc’s AI Retail Agent turned shelf monitoring from an audit task into a growth engine.

“Stoc touched on the three most important factors that we care about…stockouts, execution of planograms, and improving labor efficiency. These three will play a huge part in driving tremendous sales for the entire chain.”

Head of Research and Development, National Convenience Chain


A Smarter Way to Run the Store

With daily automation now in place, the retailer is scaling Stoc’s AI Retail Agent across categories and regions. Shelf data is shaping predictive ordering, smarter promotions, and better labor planning.

This transformation redefined how the company operates. By letting Stoc’s AI Retail Agent handle scanning, store teams can focus on keeping products in stock, customers happy, and sales growing.

From reactive audits to proactive growth, Stoc’s AI Retail Agent is reshaping how retailers operate.


Additional Information

Stoc’s AI Retail Agent uses computer vision to recognize products, detect gaps, and send automated insights directly to store and leadership dashboards.

Once associates saw how much time automation saved, adoption came quickly. Teams now rely on daily insights from Stoc’s AI Retail Agent to restock faster and prioritize the shelves that drive sales.

Expansion across new categories and deeper use of daily data for predictive ordering, promotion tracking, and vendor collaboration.

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